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Riyaz Ali's Projects

access-web-using-python icon access-web-using-python

This repo explores Python's libraries such as 'urllib', 'requests' and 'beautiful soup' to explore, interact, and extract information from web (HTML, XML, and JSON).

airbnb-price_prediction icon airbnb-price_prediction

Price predictions for listings hosted on Airbnb based on various parameters. Data cleaning, exploratory data analysis using Seaborn/Matplotlib, model training using scikit-learn.

airbnb_nlp icon airbnb_nlp

Predicting Airbnb yield using NLP on listing data.

cli-demo icon cli-demo

Public resources for Databricks CLI demo

consumer-complaints-resolution icon consumer-complaints-resolution

Consumer complaint resolution is important to any business. In this particular case the detailed consumer complaints along with whether consumer disputed with the conclusion is given. If we are able to predict this, a consumer who is more likely to dispute a conclusion can be given more attention as to how the complaints are handled as well as how persuasively the final conclusions are conveyed to them. The target here is to build a prediction model for column "Consumer disputed" using Python's Scikit-learn library.

counterfeit_drugs_sales_prediction icon counterfeit_drugs_sales_prediction

The task here is to build a predictive model for predicting sales figures given other information related to counterfeit medicine selling operations. A model is built on the training dataset. Note that the test dataset does not have a response column and it has been predicted using various predictive techniques using Python's ML library Scikit-learn.

covid19 icon covid19

Resources for the Udemy Course - Azure Data Factory For Data Engineers - Project on Covid19

customerselection_banking_advert icon customerselection_banking_advert

Using predictive modeling to target a group of customers where banking advertisements would be sent. Results for these previous campaigns were recorded and have been provided to the current campaign manager to use the same in making this campaign more effective.

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